Automatic depression discrimination on FNIRS by using general linear model and SVM

著录项

• 来源
  《International Conference on BioMedical Engineering and Informatics》|2014年||共5页
• 会议地点
• 作者

  Hong Song; Weilong Du; Xin Yu; Wentian Dong; Wenxiang Quan; Weimin Dang; Huijun Zhang; Ju Tian; Tianhang Zhou;

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• 作者单位

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• 会议组织
• 原文格式 PDF
• 正文语种
• 中图分类 生物医学工程;
• 关键词

  cognition; diseases; feature extraction; infrared spectra; support vector machines; automatic depression discrimination; cognitive task; feature extraction; fifty two-channel FNIRS data; functional near infrared spectroscopy; general linear model; support vector machine classifier; Accuracy; Band-pass filters; Educational institutions; Feature extraction; Support vector machines; Testing; Training; Depression Discrimination; FNIRS; GLM; SVM;

  机译：认知;特征提取;红外光谱;支持向量机;自动抑郁症歧视;认知任务;特征提取;五十二通道FNIR数据;功能靠近红外光谱;一般线性模型;支持矢量机器分类;准确性;准确性;准确性;准确性;准确性;频率 过滤器;教育机构;特征提取;支持向量机;测试;培训;抑郁症;fnirs;glm;svm;svm;